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1.
Crit Care ; 28(1): 91, 2024 03 21.
Article En | MEDLINE | ID: mdl-38515193

BACKGROUND: Acute respiratory distress syndrome (ARDS) can be classified into sub-phenotypes according to different inflammatory/clinical status. Prognostic enrichment was achieved by grouping patients into hypoinflammatory or hyperinflammatory sub-phenotypes, even though the time of analysis may change the classification according to treatment response or disease evolution. We aimed to evaluate when patients can be clustered in more than 1 group, and how they may change the clustering of patients using data of baseline or day 3, and the prognosis of patients according to their evolution by changing or not the cluster. METHODS: Multicenter, observational prospective, and retrospective study of patients admitted due to ARDS related to COVID-19 infection in Spain. Patients were grouped according to a clustering mixed-type data algorithm (k-prototypes) using continuous and categorical readily available variables at baseline and day 3. RESULTS: Of 6205 patients, 3743 (60%) were included in the study. According to silhouette analysis, patients were grouped in two clusters. At baseline, 1402 (37%) patients were included in cluster 1 and 2341(63%) in cluster 2. On day 3, 1557(42%) patients were included in cluster 1 and 2086 (57%) in cluster 2. The patients included in cluster 2 were older and more frequently hypertensive and had a higher prevalence of shock, organ dysfunction, inflammatory biomarkers, and worst respiratory indexes at both time points. The 90-day mortality was higher in cluster 2 at both clustering processes (43.8% [n = 1025] versus 27.3% [n = 383] at baseline, and 49% [n = 1023] versus 20.6% [n = 321] on day 3). Four hundred and fifty-eight (33%) patients clustered in the first group were clustered in the second group on day 3. In contrast, 638 (27%) patients clustered in the second group were clustered in the first group on day 3. CONCLUSIONS: During the first days, patients can be clustered into two groups and the process of clustering patients may change as they continue to evolve. This means that despite a vast majority of patients remaining in the same cluster, a minority reaching 33% of patients analyzed may be re-categorized into different clusters based on their progress. Such changes can significantly impact their prognosis.


COVID-19 , Respiratory Distress Syndrome , Humans , Cluster Analysis , Intensive Care Units , Prospective Studies , Respiratory Distress Syndrome/therapy , Retrospective Studies
2.
Eur Respir J ; 61(3)2023 03.
Article En | MEDLINE | ID: mdl-36396142

BACKGROUND: The primary aim of our study was to investigate the association between intubation timing and hospital mortality in critically ill patients with coronavirus disease 2019 (COVID-19)-associated respiratory failure. We also analysed both the impact of such timing throughout the first four pandemic waves and the influence of prior noninvasive respiratory support on outcomes. METHODS: This is a secondary analysis of a multicentre, observational and prospective cohort study that included all consecutive patients undergoing invasive mechanical ventilation due to COVID-19 from across 58 Spanish intensive care units (ICUs) participating in the CIBERESUCICOVID project. The study period was between 29 February 2020 and 31 August 2021. Early intubation was defined as that occurring within the first 24 h of ICU admission. Propensity score matching was used to achieve a balance across baseline variables between the early intubation cohort and those patients who were intubated after the first 24 h of ICU admission. Differences in outcomes between early and delayed intubation were also assessed. We performed sensitivity analyses to consider a different time-point (48 h from ICU admission) for early and delayed intubation. RESULTS: Of the 2725 patients who received invasive mechanical ventilation, a total of 614 matched patients were included in the analysis (307 for each group). In the unmatched population, there were no differences in mortality between the early and delayed groups. After propensity score matching, patients with delayed intubation presented higher hospital mortality (27.3% versus 37.1%; p=0.01), ICU mortality (25.7% versus 36.1%; p=0.007) and 90-day mortality (30.9% versus 40.2%; p=0.02) compared with the early intubation group. Very similar findings were observed when we used a 48-h time-point for early or delayed intubation. The use of early intubation decreased after the first wave of the pandemic (72%, 49%, 46% and 45% in the first, second, third and fourth waves, respectively; first versus second, third and fourth waves p<0.001). In both the main and sensitivity analyses, hospital mortality was lower in patients receiving high-flow nasal cannula (HFNC) (n=294) who were intubated earlier. The subgroup of patients undergoing noninvasive ventilation (n=214) before intubation showed higher mortality when delayed intubation was set as that occurring after 48 h from ICU admission, but not when after 24 h. CONCLUSIONS: In patients with COVID-19 requiring invasive mechanical ventilation, delayed intubation was associated with a higher risk of hospital mortality. The use of early intubation significantly decreased throughout the course of the pandemic. Benefits of such an approach occurred more notably in patients who had received HFNC.


COVID-19 , Noninvasive Ventilation , Respiratory Insufficiency , Humans , Prospective Studies , Pandemics , Intubation, Intratracheal/adverse effects , Respiration, Artificial/adverse effects , Respiratory Insufficiency/therapy , Respiratory Insufficiency/etiology , Intensive Care Units
3.
Intensive Care Med ; 48(7): 850-864, 2022 07.
Article En | MEDLINE | ID: mdl-35727348

PURPOSE: Although there is evidence supporting the benefits of corticosteroids in patients affected with severe coronavirus disease 2019 (COVID-19), there is little information related to their potential benefits or harm in some subgroups of patients admitted to the intensive care unit (ICU) with COVID-19. We aim to investigate to find candidate variables to guide personalized treatment with steroids in critically ill patients with COVID-19. METHODS: Multicentre, observational cohort study including consecutive COVID-19 patients admitted to 55 Spanish ICUs. The primary outcome was 90-day mortality. Subsequent analyses in clinically relevant subgroups by age, ICU baseline illness severity, organ damage, laboratory findings and mechanical ventilation were performed. High doses of corticosteroids (≥ 12 mg/day equivalent dexamethasone dose), early administration of corticosteroid treatment (< 7 days since symptom onset) and long term of corticosteroids (≥ 10 days) were also investigated. RESULTS: Between February 2020 and October 2021, 4226 patients were included. Of these, 3592 (85%) patients had received systemic corticosteroids during hospitalisation. In the propensity-adjusted multivariable analysis, the use of corticosteroids was protective for 90-day mortality in the overall population (HR 0.77 [0.65-0.92], p = 0.003) and in-hospital mortality (SHR 0.70 [0.58-0.84], p < 0.001). Significant effect modification was found after adjustment for covariates using propensity score for age (p = 0.001 interaction term), Sequential Organ Failure Assessment (SOFA) score (p = 0.014 interaction term), and mechanical ventilation (p = 0.001 interaction term). We observed a beneficial effect of corticosteroids on 90-day mortality in various patient subgroups, including those patients aged ≥ 60 years; those with higher baseline severity; and those receiving invasive mechanical ventilation at ICU admission. Early administration was associated with a higher risk of 90-day mortality in the overall population (HR 1.32 [1.14-1.53], p < 0.001). Long-term use was associated with a lower risk of 90-day mortality in the overall population (HR 0.71 [0.61-0.82], p < 0.001). No effect was found regarding the dosage of corticosteroids. Moreover, the use of corticosteroids was associated with an increased risk of nosocomial bacterial pneumonia and hyperglycaemia. CONCLUSION: Corticosteroid in ICU-admitted patients with COVID-19 may be administered based on age, severity, baseline inflammation, and invasive mechanical ventilation. Early administration since symptom onset may prove harmful.


COVID-19 Drug Treatment , Adrenal Cortex Hormones/therapeutic use , Critical Illness/therapy , Humans , Intensive Care Units , Precision Medicine , Respiration, Artificial , Steroids/therapeutic use
4.
Arch Bronconeumol ; 58 Suppl 1: 22-31, 2022 Apr.
Article En, Es | MEDLINE | ID: mdl-35491287

INTRODUCTION: The COVID-19 pandemic created tremendous challenges for health-care systems. Intensive care units (ICU) were hit with a large volume of patients requiring ICU admission, mechanical ventilation, and other organ support with very high mortality. The Centro de Investigación Biomédica en Red-Enfermedades Respiratorias (CIBERES), a network of Spanish researchers to investigate in respiratory disease, commissioned the current proposal in response to the Instituto de Salud Carlos III (ISCIII) call. METHODS: CIBERESUCICOVID is a multicenter, observational, prospective/retrospective cohort study of patients with COVID-19 admitted to Spanish ICUs. Several work packages were created, including study population and ICU data collection, follow-up, biomarkers and miRNAs, data management and quality. RESULTS: This study included 6102 consecutive patients admitted to 55 ICUs homogeneously distributed throughout Spain and the collection of blood samples from more than 1000 patients. We enrolled a large population of COVID-19 ICU-admitted patients including baseline characteristics, ICU and MV data, treatments complications, and outcomes. The in-hospital mortality was 31%, and 76% of patients required invasive mechanical ventilation. A 3-6 month and 1 year follow-up was performed. Few deaths after 1 year discharge were registered. Low anti-SARS-CoV-2 S antibody levels predict mortality in critical COVID-19. These antibodies contribute to prevent systemic dissemination of SARS-CoV-2. The severity of COVID-19 impacts the circulating miRNA profile. Plasma miRNA profiling emerges as a useful tool for risk-based patient stratification in critically ill COVID-19 patients. CONCLUSIONS: We present the methodology used in a large multicenter study sponsored by ISCIII to determine the short- and long-term outcomes in patients with COVID-19 admitted to more than 50 Spanish ICUs.


COVID-19 , MicroRNAs , COVID-19/epidemiology , Critical Illness/therapy , Humans , Intensive Care Units , Pandemics , Prospective Studies , Respiration, Artificial , Retrospective Studies , SARS-CoV-2
6.
Eur J Intern Med ; 64: 63-71, 2019 Jun.
Article En | MEDLINE | ID: mdl-30904433

PURPOSE: The aim of this study was to analyse the characteristics of patients with IE in three groups of age and to assess the ability of age and the Charlson Comorbidity Index (CCI) to predict mortality. METHODS: Prospective cohort study of all patients with IE included in the GAMES Spanish database between 2008 and 2015.Patients were stratified into three age groups:<65 years,65 to 80 years,and ≥ 80 years.The area under the receiver-operating characteristic (AUROC) curve was calculated to quantify the diagnostic accuracy of the CCI to predict mortality risk. RESULTS: A total of 3120 patients with IE (1327 < 65 years;1291 65-80 years;502 ≥ 80 years) were enrolled.Fever and heart failure were the most common presentations of IE, with no differences among age groups.Patients ≥80 years who underwent surgery were significantly lower compared with other age groups (14.3%,65 years; 20.5%,65-79 years; 31.3%,≥80 years). In-hospital mortality was lower in the <65-year group (20.3%,<65 years;30.1%,65-79 years;34.7%,≥80 years;p < 0.001) as well as 1-year mortality (3.2%, <65 years; 5.5%, 65-80 years;7.6%,≥80 years; p = 0.003).Independent predictors of mortality were age ≥ 80 years (hazard ratio [HR]:2.78;95% confidence interval [CI]:2.32-3.34), CCI ≥ 3 (HR:1.62; 95% CI:1.39-1.88),and non-performed surgery (HR:1.64;95% CI:11.16-1.58).When the three age groups were compared,the AUROC curve for CCI was significantly larger for patients aged <65 years(p < 0.001) for both in-hospital and 1-year mortality. CONCLUSION: There were no differences in the clinical presentation of IE between the groups. Age ≥ 80 years, high comorbidity (measured by CCI),and non-performance of surgery were independent predictors of mortality in patients with IE.CCI could help to identify those patients with IE and surgical indication who present a lower risk of in-hospital and 1-year mortality after surgery, especially in the <65-year group.


Age Factors , Comorbidity , Endocarditis/mortality , Adult , Aged , Aged, 80 and over , Area Under Curve , Databases, Factual , Endocarditis/etiology , Female , Heart Failure/mortality , Hospital Mortality , Humans , Male , Middle Aged , Proportional Hazards Models , Prospective Studies , ROC Curve , Risk Factors , Spain/epidemiology , Staphylococcal Infections/mortality
9.
Cir. Esp. (Ed. impr.) ; 77(1): 6-17, ene. 2005. ilus, tab
Article Es | IBECS | ID: ibc-037715

El cáncer de origen colorrectal es el tumor digestivo más frecuente. La alta incidencia de su diseminación abdominal, el mal pronóstico de estos pacientes, con una media de supervivencia de 5-9 meses demostrada en todos los estudios sobre la historia natural de la carcinomatosis colorrectal, y el fracaso del tratamiento adyuvante sistémico, con supervivencias máximas de 18 meses, han obligado al estudio y desarrollo de otras estrategias de tratamiento. Se presenta una revisión de los principios que fundamentan el Protocolo de Tratamiento de Sugarbaker, que comprende la máxima cirugía (..) (AU)


Colorectal cancer is the most frequent digestive tumor. The incidence of abdominal dissemination is high and all studies of the natural history of colorectal carcinomatosis demonstrate that prognosis in these patients is poor, with a mean survival of between 5 and 9 months. Furthermore, the results of systemic adjuvant treatment are disappointing, with a maximum (..) (AU)


Male , Female , Adult , Middle Aged , Humans , Carcinoma/diagnosis , Carcinoma/therapy , Clinical Protocols , Hepatectomy/methods , Colorectal Neoplasms/diagnosis , Colorectal Neoplasms/therapy , Injections, Intraperitoneal , Carcinoma/drug therapy , Antineoplastic Combined Chemotherapy Protocols , Colorectal Neoplasms/history
10.
Cir Esp ; 77(1): 6-17, 2005 Jan.
Article Es | MEDLINE | ID: mdl-16420876

Colorectal cancer is the most frequent digestive tumor. The incidence of abdominal dissemination is high and all studies of the natural history of colorectal carcinomatosis demonstrate that prognosis in these patients is poor, with a mean survival of between 5 and 9 months. Furthermore, the results of systemic adjuvant treatment are disappointing, with a maximum survival of 18 months. Consequently, other treatment strategies need to be studied and developed. We present a review of the principles that underlie Sugarbakers treatment protocol, which includes maximal cytoreductive surgery for the treatment of macroscopic disease through peritonectomy together with perioperative intraperitoneal intensification chemotherapy for residual microscopic disease. We present all the phase II studies with more than 10 treated patients published in the medical literature by the main groups working in this line of treatment, together with the only phase III study published to date. With this new therapeutic alternative, the mean overall survival at 2 and 5 years is 40% and 20% respectively. Based on these results, this new therapeutic approach is recommended as the treatment of choice in these unfortunate patients. The limits of the treatment of advanced colorectal cancer are also discussed.


Carcinoma/secondary , Carcinoma/therapy , Colorectal Neoplasms/pathology , Peritoneal Neoplasms/secondary , Peritoneal Neoplasms/therapy , Clinical Trials as Topic , Combined Modality Therapy , Humans
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